fullstack
Recreational Facility Access & Equity
Analyzing recreational facility access across Canada to identify underserved regions
Full Stack Developer
2024
Agile Team
Impact
10K+
Data Points
Facilities analyzed from ODRSF
Canada-Wide
Regions
National coverage
Agile
Methodology
Scrum-based development
Overview
A full-stack web application built to analyze recreational facility access across Canada. The project integrates Statistics Canada's Open Database of Recreational and Sport Facilities (ODRSF) data to build interactive visualizations that identify underserved regions and support equity-focused insights. Features an interactive map with regional equity scores and demographic parity analysis.
Tech Stack
ReactTypeScriptSpring BootDockerGitLab CI/CDUML
Challenges
- 1Processing and modeling large government datasets
- 2Building meaningful visualizations for equity analysis
- 3Coordinating full-stack development in a team environment
Solutions
- ✓Designed efficient data models to handle Statistics Canada ODRSF data
- ✓Built interactive map visualizations with regional tooltips showing equity scores
- ✓Used Docker for consistent development and deployment environments
Key Learnings
01
Working with real government open data at scale
02
Full-stack TypeScript/Java development patterns
03
Agile team collaboration and code review processes